Triple
T9337587
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kwame |
E224682
|
entity |
| Predicate | isNameOf |
P744
|
FINISHED |
| Object |
Kwame Peprah
Kwame Peprah is a Ghanaian professional footballer known for playing as a forward, including stints with clubs such as Orlando Pirates and involvement in Ghana’s youth national teams.
|
E819380
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Kwame Peprah | Statement: [Kwame, isNameOf, Kwame Peprah]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kwame Peprah Context triple: [Kwame, isNameOf, Kwame Peprah]
-
A.
Kwame Agyapong
Kwame Agyapong is a Ghanaian politician and businessman, best known as a long-serving Member of Parliament and influential figure in the New Patriotic Party.
-
B.
Kwame Baah
Kwame Baah is a personal name that may refer to multiple individuals, commonly of Ghanaian origin.
-
C.
Kwame Sefa Kayi
Kwame Sefa Kayi is a prominent Ghanaian broadcast journalist and radio host, best known for anchoring the popular morning show "Kokrokoo" on Peace FM.
-
D.
Kwame Nsiah-Apau
Kwame Nsiah-Apau, better known by his stage name Okyeame Kwame, is a prominent Ghanaian hiplife musician, songwriter, and entrepreneur.
-
E.
Kwame Obeng Darko
Kwame Obeng Darko is a personal name, likely of Ghanaian origin, used by an individual whose specific public profile or notable achievements are not widely documented.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Kwame Peprah Triple: [Kwame, isNameOf, Kwame Peprah]
Generated description
Kwame Peprah is a Ghanaian professional footballer known for playing as a forward, including stints with clubs such as Orlando Pirates and involvement in Ghana’s youth national teams.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kwame Peprah Target entity description: Kwame Peprah is a Ghanaian professional footballer known for playing as a forward, including stints with clubs such as Orlando Pirates and involvement in Ghana’s youth national teams.
-
A.
Kwame Agyapong
Kwame Agyapong is a Ghanaian politician and businessman, best known as a long-serving Member of Parliament and influential figure in the New Patriotic Party.
-
B.
Kwame Baah
Kwame Baah is a personal name that may refer to multiple individuals, commonly of Ghanaian origin.
-
C.
Kwame Sefa Kayi
Kwame Sefa Kayi is a prominent Ghanaian broadcast journalist and radio host, best known for anchoring the popular morning show "Kokrokoo" on Peace FM.
-
D.
Kwame Nsiah-Apau
Kwame Nsiah-Apau, better known by his stage name Okyeame Kwame, is a prominent Ghanaian hiplife musician, songwriter, and entrepreneur.
-
E.
Kwame Obeng Darko
Kwame Obeng Darko is a personal name, likely of Ghanaian origin, used by an individual whose specific public profile or notable achievements are not widely documented.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ca84286fcc81909f6e7fd7a7e862a2 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd37f312408190b5501432a6a855b7 |
completed | April 1, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1bca63c3c819084aec1c0bb962ffe |
completed | April 5, 2026, 1:36 a.m. |
| NEDg | Description generation | batch_69d1bd42e3888190b13970710a9620d7 |
completed | April 5, 2026, 1:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1bdd5ec94819083edd1cb2c9598a0 |
completed | April 5, 2026, 1:41 a.m. |
Created at: March 30, 2026, 7:40 p.m.